Department of Psychiatry, University of Pittsburgh School of Medicine, 3811 O'Hara Street, Pittsburgh, PA 15213, USA.
Department of Psychology, Florida International University, 11200 S.W. 8thStreet, AHC-1, room 237, Miami, FL 33199, USA.
Dev Cogn Neurosci. 2018 Aug;32:23-29. doi: 10.1016/j.dcn.2018.03.011. Epub 2018 Apr 7.
To guide recruitment, the ABCD Study requires a method for identifying children at high risk for early-onset substance use that may be utilized during the recruitment process. This study was undertaken to inform the development of a brief screen for identifying youths' risk of early-onset substance use and other adverse outcomes. To be acceptable by participants in this context, consideration of potential items was limited to child characteristics previously determined to be potentially pertinent and parental cigarette smoking. To focus the analyses on a single target substance use outcome pertinent to the stated goals of the ABCD Study, early-onset marijuana use was selected. Utilizing data collected prior to the initiation of the ABCD Study, four longitudinal data sets were used in nine secondary data analyses to test, replicate and validate a brief screening assessment for boys and girls to identify those at risk for early-onset marijuana use by ages 14-15. The combination of child externalizing problems reported by the parent (4 items: destroys things belonging to his/her family or others; disobedience at school; lying or cheating; steals outside the home) and parent smoking (1 item) proved to be the optimal screen. This was largely replicated across the four data sets. Indicators of predictive efficiency were modest in magnitude and statistically significant in 8 out of the 9 analyses. The results informed the screen's optimal threshold for identifying children at risk for early-onset marijuana use. The addition of child internalizing problems did not improve these predictions. Further analyses showed the predictive utility of the screen for several other substance use outcomes at ages 15 to 18, including alcohol and nicotine use. The results support the use of a short screening assessment to identify youth at risk for early-onset substance use in the ABCD Study and other research.
为了指导招募工作,ABCD 研究需要一种方法来识别早期开始使用物质的高风险儿童,该方法可在招募过程中使用。这项研究旨在为识别青少年早期使用物质和其他不良后果的风险提供一个简短的筛查方法。在这种情况下,为了让参与者接受,潜在项目的考虑仅限于先前确定的可能与儿童特征和父母吸烟有关的项目。为了将分析集中在与 ABCD 研究的既定目标相关的单一目标物质使用结果上,选择了早期使用大麻。利用在 ABCD 研究开始之前收集的数据,在九个二次数据分析中使用了四个纵向数据集,以测试、复制和验证一种用于男孩和女孩的简短筛查评估,以确定那些在 14-15 岁时存在早期使用大麻风险的人。父母报告的孩子的外化问题(4 个项目:破坏他/她家庭或他人的东西;在学校不听话;说谎或欺骗;在家外偷窃)和父母吸烟(1 个项目)的组合被证明是最佳的筛查方法。这在四个数据集中得到了很大程度的复制。在 9 项分析中的 8 项中,预测效率的指标在数量上适度且具有统计学意义。结果为确定早期使用大麻风险儿童的最佳筛查阈值提供了信息。添加孩子的内化问题并没有提高这些预测。进一步的分析表明,该筛查方法对 15 至 18 岁时的其他几种物质使用结果(包括酒精和尼古丁使用)具有预测效用。研究结果支持在 ABCD 研究和其他研究中使用简短的筛查评估来识别有早期使用物质风险的青少年。